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MCS
2004
Springer
16 years 13 days ago
An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems
The ECOC framework provides a powerful and popular method for solving multiclass problems using a multitude of binary classifiers. We had recently introduced the Binary Hierarchica...
Suju Rajan, Joydeep Ghosh
RULEML
2004
Springer
16 years 13 days ago
R-DEVICE: A Deductive RDF Rule Language
In this paper we present R-DEVICE, a deductive rule language for reasoning about RDF metadata. R-DEVICE includes features such as normal and generalized path expressions, stratifie...
Nick Bassiliades, Ioannis P. Vlahavas
WEBI
2004
Springer
16 years 13 days ago
Mining Local Data Sources For Learning Global Cluster Models
— Distributed data mining has recently caught a lot of attention as there are many cases where pooling distributed data for mining is probibited, due to either huge data volume o...
Chak-Man Lam, Xiaofeng Zhang, William Kwok-Wai Che...
IEEEICCI
2003
IEEE
16 years 11 days ago
Signal Classification through Multifractal Analysis and Complex Domain Neural Networks
This paper describes a system capable of classifying stochastic, self-affine, nonstationary signals produced by nonlinear systems. The classification and analysis of these signals...
Witold Kinsner, V. Cheung, K. Cannons, J. Pear, T....
ISSRE
2003
IEEE
16 years 11 days ago
Test Adequacy Assessment for UML Design Model Testing
Systematic design testing, in which executable models of behaviors are tested using inputs that exercise scenarios, can help reveal flaws in designs before they are implemented i...
Sudipto Ghosh, Robert B. France, Conrad Braganza, ...